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Sqlcoder 7b 2 GGUF

Developed by MaziyarPanahi
This is the GGUF format quantized version of the defog/sqlcoder-7b-2 model, primarily used for SQL code generation tasks.
Downloads 346
Release Time : 2/13/2024

Model Overview

This model is a GGUF format conversion based on defog/sqlcoder-7b-2, focusing on SQL code generation tasks and supporting multiple quantization levels.

Model Features

Multi-Level Quantization Support
Offers quantization options from 2-bit to 8-bit to meet various hardware requirements.
GGUF Format Compatibility
Utilizes the latest GGUF format, compatible with multiple inference clients and libraries.
Long Context Support
Supports context lengths up to 32768, suitable for complex SQL generation.

Model Capabilities

SQL Code Generation
Text Generation
Database Query Conversion

Use Cases

Database Development
Natural Language to SQL
Convert natural language descriptions into valid SQL queries.
Improves database query development efficiency.
SQL Optimization Suggestions
Provide optimization suggestions based on input queries.
Enhances query performance.
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